{"id":"W6963752312","doi":"10.25318/36280001202301100004-fra","title":"Taux de déclaration de revenus des immigrants nouvellement arrivés au Canada : tendances et aperçu","year":2023,"lang":"fr","type":"article","venue":"Statistics Canada Dissemination","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Research methodology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009428738,0.0002086104,0.0001848231,0.00007071669,0.0008007563,0.00009457466,0.0002065604,0.0001101182,0.0003004197],"category_scores_gemma":[0.0009756648,0.0002493713,0.00002414154,0.0008850028,0.000184513,0.0001690242,0.0000244172,0.0001848759,0.000005638166],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005365703,"about_ca_system_score_gemma":0.01803397,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9978852,"about_ca_topic_score_gemma":0.9999945,"domain_scores_codex":[0.9973651,0.0003857353,0.000400058,0.0002779399,0.0008547092,0.0007165046],"domain_scores_gemma":[0.9984306,0.0005445419,0.0002294285,0.0001443287,0.0003343373,0.0003168346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001117291,0.00004334102,0.005989351,0.0002446554,0.00004904551,0.0001159092,0.03980487,0.003081349,0.0003017591,0.1126683,0.7736858,0.06400451],"study_design_scores_gemma":[0.0004393211,0.0001021793,0.3661375,0.000641706,0.0001868798,0.00001036699,0.121115,0.09339196,0.000459892,0.007114594,0.4093662,0.001034324],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8621908,0.001368892,0.06655127,0.02991121,0.006085909,0.0009838063,0.02932676,0.0001232987,0.003458058],"genre_scores_gemma":[0.9669184,0.001618979,0.002822455,0.0008007703,0.0002481681,0.00004766399,0.002927281,0.00003028246,0.02458601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3643195,"threshold_uncertainty_score":0.9999958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01107565293754125,"score_gpt":0.2983703979337146,"score_spread":0.2872947449961734,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}